Graph Mining / Complex Networks

Research > Graph Mining / Complex Networks > Possioning Network Embeddings

Possioning Network Embeddings

Overview

Given a network, how easy is it to change few edges to fool a classifier based off node embeddings? We explore supervised poisoning attack strategy to observe this particular decrease in quality of embeddings on various embedding methods including modern GCNs.